Pandas Profiling Report

Dataset statistics

Number of variables	33
Number of observations	3632
Missing cells	347
Missing cells (%)	0.3%
Total size in memory	936.5 KiB
Average record size in memory	264.0 B

Variable types

Text	29
Numeric	4

Alerts

`games_played_current_season_flag` has constant value ""	Constant
`draft_round` has 146 (4.0%) missing values	Missing
`draft_number` has 198 (5.5%) missing values	Missing
`person_id` has unique values	Unique
`team_id` has 597 (16.4%) zeros	Zeros

Reproduction

Analysis started	2023-07-13 14:06:40.485413
Analysis finished	2023-07-13 14:06:41.141959
Duration	0.66 seconds
Software version	ydata-profiling vv4.3.1
Download configuration	config.json

person_id
Text

UNIQUE

Distinct	3632
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	7
Median length	6
Mean length	5.147577093
Min length	1

Characters and Unicode

Total characters	18696
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3632 ?
Unique (%)	100.0%

Sample

1st row	76001
2nd row	76002
3rd row	76003
4th row	949
5th row	76006

Value	Count	Frequency (%)
76001	1	< 0.1%
944	1	< 0.1%
1626146	1	< 0.1%
1629061	1	< 0.1%
76003	1	< 0.1%
949	1	< 0.1%
76006	1	< 0.1%
76007	1	< 0.1%
203518	1	< 0.1%
1630173	1	< 0.1%
Other values (3622)	3622	99.7%

Most occurring characters

Value	Count	Frequency (%)
7	3395	18.2%
1	2396	12.8%
2	2348	12.6%
6	2241	12.0%
0	1903	10.2%
8	1587	8.5%
3	1466	7.8%
9	1157	6.2%
4	1118	6.0%
5	1085	5.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18696	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
7	3395	18.2%
1	2396	12.8%
2	2348	12.6%
6	2241	12.0%
0	1903	10.2%
8	1587	8.5%
3	1466	7.8%
9	1157	6.2%
4	1118	6.0%
5	1085	5.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	18696	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
7	3395	18.2%
1	2396	12.8%
2	2348	12.6%
6	2241	12.0%
0	1903	10.2%
8	1587	8.5%
3	1466	7.8%
9	1157	6.2%
4	1118	6.0%
5	1085	5.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18696	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
7	3395	18.2%
1	2396	12.8%
2	2348	12.6%
6	2241	12.0%
0	1903	10.2%
8	1587	8.5%
3	1466	7.8%
9	1157	6.2%
4	1118	6.0%
5	1085	5.8%

first_name
Text

Distinct	1291
Distinct (%)	35.5%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	14
Median length	10.5
Mean length	5.008259912
Min length	2

Characters and Unicode

Total characters	18190
Distinct characters	57
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	846 ?
Unique (%)	23.3%

Sample

1st row	Alaa
2nd row	Zaid
3rd row	Kareem
4th row	Shareef
5th row	Forest

Value	Count	Frequency (%)
john	81	2.2%
bob	59	1.6%
jim	52	1.4%
mike	52	1.4%
chris	43	1.2%
bill	34	0.9%
joe	32	0.9%
tom	30	0.8%
george	29	0.8%
paul	28	0.8%
Other values (1280)	3207	87.9%

Most occurring characters

Value	Count	Frequency (%)
e	1855	10.2%
a	1555	8.5%
n	1424	7.8%
r	1365	7.5%
i	1205	6.6%
o	1196	6.6%
l	891	4.9%
y	576	3.2%
J	572	3.1%
h	519	2.9%
Other values (47)	7032	38.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	14359	78.9%
Uppercase Letter	3734	20.5%
Other Punctuation	79	0.4%
Space Separator	15	0.1%
Dash Punctuation	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1855	12.9%
a	1555	10.8%
n	1424	9.9%
r	1365	9.5%
i	1205	8.4%
o	1196	8.3%
l	891	6.2%
y	576	4.0%
h	519	3.6%
t	518	3.6%
Other values (16)	3255	22.7%

Uppercase Letter

Value	Count	Frequency (%)
J	572	15.3%
D	345	9.2%
M	305	8.2%
B	257	6.9%
R	252	6.7%
C	238	6.4%
T	218	5.8%
A	215	5.8%
S	189	5.1%
K	155	4.2%
Other values (16)	988	26.5%

Other Punctuation

Value	Count	Frequency (%)
.	68	86.1%
'	9	11.4%
,	2	2.5%

Space Separator

Value	Count	Frequency (%)
	15	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	18093	99.5%
Common	97	0.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1855	10.3%
a	1555	8.6%
n	1424	7.9%
r	1365	7.5%
i	1205	6.7%
o	1196	6.6%
l	891	4.9%
y	576	3.2%
J	572	3.2%
h	519	2.9%
Other values (42)	6935	38.3%

Common

Value	Count	Frequency (%)
.	68	70.1%
	15	15.5%
'	9	9.3%
-	3	3.1%
,	2	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18190	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1855	10.2%
a	1555	8.5%
n	1424	7.8%
r	1365	7.5%
i	1205	6.6%
o	1196	6.6%
l	891	4.9%
y	576	3.2%
J	572	3.1%
h	519	2.9%
Other values (47)	7032	38.7%

last_name
Text

Distinct	2308
Distinct (%)	63.5%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	16
Median length	14
Mean length	6.557819383
Min length	2

Characters and Unicode

Total characters	23818
Distinct characters	55
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1883 ?
Unique (%)	51.8%

Sample

1st row	Abdelnaby
2nd row	Abdul-Aziz
3rd row	Abdul-Jabbar
4th row	Abdur-Rahim
5th row	Able

Value	Count	Frequency (%)
williams	73	2.0%
smith	58	1.6%
johnson	39	1.1%
jones	38	1.0%
jr	33	0.9%
brown	27	0.7%
davis	26	0.7%
thomas	24	0.6%
robinson	24	0.6%
white	20	0.5%
Other values (2269)	3335	90.2%

Most occurring characters

Value	Count	Frequency (%)
e	2233	9.4%
n	1838	7.7%
a	1815	7.6%
r	1742	7.3%
o	1704	7.2%
i	1558	6.5%
l	1417	5.9%
s	1323	5.6%
t	978	4.1%
h	658	2.8%
Other values (45)	8552	35.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	19802	83.1%
Uppercase Letter	3873	16.3%
Space Separator	65	0.3%
Other Punctuation	56	0.2%
Dash Punctuation	22	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	2233	11.3%
n	1838	9.3%
a	1815	9.2%
r	1742	8.8%
o	1704	8.6%
i	1558	7.9%
l	1417	7.2%
s	1323	6.7%
t	978	4.9%
h	658	3.3%
Other values (16)	4536	22.9%

Uppercase Letter

Value	Count	Frequency (%)
S	412	10.6%
M	368	9.5%
W	350	9.0%
B	319	8.2%
R	247	6.4%
C	216	5.6%
H	203	5.2%
P	195	5.0%
T	180	4.6%
J	173	4.5%
Other values (15)	1210	31.2%

Other Punctuation

Value	Count	Frequency (%)
.	34	60.7%
'	22	39.3%

Space Separator

Value	Count	Frequency (%)
	65	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	22	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23675	99.4%
Common	143	0.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	2233	9.4%
n	1838	7.8%
a	1815	7.7%
r	1742	7.4%
o	1704	7.2%
i	1558	6.6%
l	1417	6.0%
s	1323	5.6%
t	978	4.1%
h	658	2.8%
Other values (41)	8409	35.5%

Common

Value	Count	Frequency (%)
	65	45.5%
.	34	23.8%
'	22	15.4%
-	22	15.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23818	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	2233	9.4%
n	1838	7.7%
a	1815	7.6%
r	1742	7.3%
o	1704	7.2%
i	1558	6.5%
l	1417	5.9%
s	1323	5.6%
t	978	4.1%
h	658	2.8%
Other values (45)	8552	35.9%

display_first_last
Text

Distinct	3608
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	24
Median length	22
Mean length	12.56415198
Min length	5

Characters and Unicode

Total characters	45633
Distinct characters	57
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3585 ?
Unique (%)	98.7%

Sample

1st row	Alaa Abdelnaby
2nd row	Zaid Abdul-Aziz
3rd row	Kareem Abdul-Jabbar
4th row	Shareef Abdur-Rahim
5th row	Forest Able

Value	Count	Frequency (%)
john	81	1.1%
williams	73	1.0%
bob	59	0.8%
smith	58	0.8%
mike	52	0.7%
jim	52	0.7%
chris	43	0.6%
johnson	39	0.5%
jones	38	0.5%
bill	34	0.5%
Other values (3406)	6815	92.8%

Most occurring characters

Value	Count	Frequency (%)
e	4086	9.0%
	3712	8.1%
a	3371	7.4%
n	3261	7.1%
r	3107	6.8%
o	2900	6.4%
i	2762	6.1%
l	2308	5.1%
s	1802	3.9%
t	1496	3.3%
Other values (47)	16828	36.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	34156	74.8%
Uppercase Letter	7606	16.7%
Space Separator	3712	8.1%
Other Punctuation	135	0.3%
Dash Punctuation	24	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	4086	12.0%
a	3371	9.9%
n	3261	9.5%
r	3107	9.1%
o	2900	8.5%
i	2762	8.1%
l	2308	6.8%
s	1802	5.3%
t	1496	4.4%
h	1177	3.4%
Other values (16)	7886	23.1%

Uppercase Letter

Value	Count	Frequency (%)
J	744	9.8%
M	673	8.8%
S	601	7.9%
B	576	7.6%
R	499	6.6%
D	497	6.5%
C	454	6.0%
W	439	5.8%
T	398	5.2%
A	330	4.3%
Other values (16)	2395	31.5%

Other Punctuation

Value	Count	Frequency (%)
.	102	75.6%
'	31	23.0%
,	2	1.5%

Space Separator

Value	Count	Frequency (%)
	3712	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	24	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	41762	91.5%
Common	3871	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	4086	9.8%
a	3371	8.1%
n	3261	7.8%
r	3107	7.4%
o	2900	6.9%
i	2762	6.6%
l	2308	5.5%
s	1802	4.3%
t	1496	3.6%
h	1177	2.8%
Other values (42)	15492	37.1%

Common

Value	Count	Frequency (%)
	3712	95.9%
.	102	2.6%
'	31	0.8%
-	24	0.6%
,	2	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	45633	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	4086	9.0%
	3712	8.1%
a	3371	7.4%
n	3261	7.1%
r	3107	6.8%
o	2900	6.4%
i	2762	6.1%
l	2308	5.1%
s	1802	3.9%
t	1496	3.3%
Other values (47)	16828	36.9%

display_last_comma_first
Text

Distinct	3608
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	25
Median length	23
Mean length	13.56332599
Min length	6

Characters and Unicode

Total characters	49262
Distinct characters	57
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3585 ?
Unique (%)	98.7%

Sample

1st row	Abdelnaby, Alaa
2nd row	Abdul-Aziz, Zaid
3rd row	Abdul-Jabbar, Kareem
4th row	Abdur-Rahim, Shareef
5th row	Able, Forest

Value	Count	Frequency (%)
john	81	1.1%
williams	73	1.0%
bob	59	0.8%
smith	58	0.8%
jim	52	0.7%
mike	52	0.7%
chris	43	0.6%
johnson	39	0.5%
jones	38	0.5%
jr	34	0.5%
Other values (3406)	6815	92.8%

Most occurring characters

Value	Count	Frequency (%)
e	4086	8.3%
	3712	7.5%
,	3631	7.4%
a	3371	6.8%
n	3261	6.6%
r	3107	6.3%
o	2900	5.9%
i	2762	5.6%
l	2308	4.7%
s	1802	3.7%
Other values (47)	18322	37.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	34156	69.3%
Uppercase Letter	7606	15.4%
Other Punctuation	3764	7.6%
Space Separator	3712	7.5%
Dash Punctuation	24	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	4086	12.0%
a	3371	9.9%
n	3261	9.5%
r	3107	9.1%
o	2900	8.5%
i	2762	8.1%
l	2308	6.8%
s	1802	5.3%
t	1496	4.4%
h	1177	3.4%
Other values (16)	7886	23.1%

Uppercase Letter

Value	Count	Frequency (%)
J	744	9.8%
M	673	8.8%
S	601	7.9%
B	576	7.6%
R	499	6.6%
D	497	6.5%
C	454	6.0%
W	439	5.8%
T	398	5.2%
A	330	4.3%
Other values (16)	2395	31.5%

Other Punctuation

Value	Count	Frequency (%)
,	3631	96.5%
.	102	2.7%
'	31	0.8%

Space Separator

Value	Count	Frequency (%)
	3712	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	24	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	41762	84.8%
Common	7500	15.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	4086	9.8%
a	3371	8.1%
n	3261	7.8%
r	3107	7.4%
o	2900	6.9%
i	2762	6.6%
l	2308	5.5%
s	1802	4.3%
t	1496	3.6%
h	1177	2.8%
Other values (42)	15492	37.1%

Common

Value	Count	Frequency (%)
	3712	49.5%
,	3631	48.4%
.	102	1.4%
'	31	0.4%
-	24	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	49262	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	4086	8.3%
	3712	7.5%
,	3631	7.4%
a	3371	6.8%
n	3261	6.6%
r	3107	6.3%
o	2900	5.9%
i	2762	5.6%
l	2308	4.7%
s	1802	3.7%
Other values (47)	18322	37.2%

display_fi_last
Text

Distinct	3232
Distinct (%)	89.0%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	19
Median length	17
Mean length	9.554790749
Min length	3

Characters and Unicode

Total characters	34703
Distinct characters	56
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2974 ?
Unique (%)	81.9%

Sample

1st row	A. Abdelnaby
2nd row	Z. Abdul-Aziz
3rd row	K. Abdul-Jabbar
4th row	S. Abdur-Rahim
5th row	F. Able

Value	Count	Frequency (%)
j	528	7.2%
d	342	4.7%
m	300	4.1%
b	256	3.5%
r	244	3.3%
c	234	3.2%
t	213	2.9%
a	210	2.9%
s	182	2.5%
k	153	2.1%
Other values (2295)	4665	63.7%

Most occurring characters

Value	Count	Frequency (%)
	3695	10.6%
.	3664	10.6%
e	2233	6.4%
n	1835	5.3%
a	1814	5.2%
r	1742	5.0%
o	1706	4.9%
i	1555	4.5%
l	1416	4.1%
s	1323	3.8%
Other values (46)	13720	39.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	19797	57.0%
Uppercase Letter	7503	21.6%
Space Separator	3695	10.6%
Other Punctuation	3686	10.6%
Dash Punctuation	22	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	2233	11.3%
n	1835	9.3%
a	1814	9.2%
r	1742	8.8%
o	1706	8.6%
i	1555	7.9%
l	1416	7.2%
s	1323	6.7%
t	978	4.9%
h	659	3.3%
Other values (16)	4536	22.9%

Uppercase Letter

Value	Count	Frequency (%)
J	700	9.3%
M	667	8.9%
S	594	7.9%
B	575	7.7%
D	494	6.6%
R	491	6.5%
C	450	6.0%
W	439	5.9%
T	393	5.2%
A	325	4.3%
Other values (16)	2375	31.7%

Other Punctuation

Value	Count	Frequency (%)
.	3664	99.4%
'	22	0.6%

Space Separator

Value	Count	Frequency (%)
	3695	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	22	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	27300	78.7%
Common	7403	21.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	2233	8.2%
n	1835	6.7%
a	1814	6.6%
r	1742	6.4%
o	1706	6.2%
i	1555	5.7%
l	1416	5.2%
s	1323	4.8%
t	978	3.6%
J	700	2.6%
Other values (42)	11998	43.9%

Common

Value	Count	Frequency (%)
	3695	49.9%
.	3664	49.5%
'	22	0.3%
-	22	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	34703	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3695	10.6%
.	3664	10.6%
e	2233	6.4%
n	1835	5.3%
a	1814	5.2%
r	1742	5.0%
o	1706	4.9%
i	1555	4.5%
l	1416	4.1%
s	1323	3.8%
Other values (46)	13720	39.5%

player_slug
Text

Distinct	3608
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	24
Median length	22
Mean length	12.52946035
Min length	7

Characters and Unicode

Total characters	45507
Distinct characters	28
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3585 ?
Unique (%)	98.7%

Sample

1st row	alaa-abdelnaby
2nd row	zaid-abdul-aziz
3rd row	kareem-abdul-jabbar
4th row	shareef-abdur-rahim
5th row	forest-able

Value	Count	Frequency (%)
charles-smith	3	0.1%
patrick-ewing	2	0.1%
george-johnson	2	0.1%
walker-russell	2	0.1%
charles-jones	2	0.1%
jack-turner	2	0.1%
michael-smith	2	0.1%
cedric-henderson	2	0.1%
brandon-williams	2	0.1%
greg-smith	2	0.1%
Other values (3598)	3611	99.4%

Most occurring characters

Value	Count	Frequency (%)
e	4281	9.4%
-	3737	8.2%
a	3700	8.1%
r	3606	7.9%
n	3419	7.5%
o	3016	6.6%
i	2867	6.3%
l	2596	5.7%
s	2403	5.3%
t	1894	4.2%
Other values (18)	13988	30.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	41768	91.8%
Dash Punctuation	3737	8.2%
Other Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	4281	10.2%
a	3700	8.9%
r	3606	8.6%
n	3419	8.2%
o	3016	7.2%
i	2867	6.9%
l	2596	6.2%
s	2403	5.8%
t	1894	4.5%
m	1596	3.8%
Other values (16)	12390	29.7%

Dash Punctuation

Value	Count	Frequency (%)
-	3737	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	41768	91.8%
Common	3739	8.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	4281	10.2%
a	3700	8.9%
r	3606	8.6%
n	3419	8.2%
o	3016	7.2%
i	2867	6.9%
l	2596	6.2%
s	2403	5.8%
t	1894	4.5%
m	1596	3.8%
Other values (16)	12390	29.7%

Common

Value	Count	Frequency (%)
-	3737	99.9%
,	2	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	45507	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	4281	9.4%
-	3737	8.2%
a	3700	8.1%
r	3606	7.9%
n	3419	7.5%
o	3016	6.6%
i	2867	6.3%
l	2596	5.7%
s	2403	5.3%
t	1894	4.2%
Other values (18)	13988	30.7%

birthdate
Text

Distinct	3412
Distinct (%)	93.9%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	69008
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3201 ?
Unique (%)	88.1%

Sample

1st row	1968-06-24 00:00:00
2nd row	1946-04-07 00:00:00
3rd row	1947-04-16 00:00:00
4th row	1976-12-11 00:00:00
5th row	1932-07-27 00:00:00

Value	Count	Frequency (%)
00:00:00	3632	50.0%
1905-04-14	3	< 0.1%
1905-04-04	3	< 0.1%
1961-01-04	3	< 0.1%
1970-05-17	3	< 0.1%
1996-09-19	3	< 0.1%
1985-12-03	3	< 0.1%
1985-06-01	3	< 0.1%
1984-06-26	3	< 0.1%
1990-09-21	3	< 0.1%
Other values (3403)	3605	49.6%

Most occurring characters

Value	Count	Frequency (%)
0	26953	39.1%
-	7264	10.5%
:	7264	10.5%
1	7024	10.2%
9	5159	7.5%
	3632	5.3%
2	2916	4.2%
8	1593	2.3%
6	1562	2.3%
7	1492	2.2%
Other values (3)	4149	6.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	50848	73.7%
Dash Punctuation	7264	10.5%
Other Punctuation	7264	10.5%
Space Separator	3632	5.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	26953	53.0%
1	7024	13.8%
9	5159	10.1%
2	2916	5.7%
8	1593	3.1%
6	1562	3.1%
7	1492	2.9%
5	1474	2.9%
3	1409	2.8%
4	1266	2.5%

Dash Punctuation

Value	Count	Frequency (%)
-	7264	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	7264	100.0%

Space Separator

Value	Count	Frequency (%)
	3632	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	69008	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	26953	39.1%
-	7264	10.5%
:	7264	10.5%
1	7024	10.2%
9	5159	7.5%
	3632	5.3%
2	2916	4.2%
8	1593	2.3%
6	1562	2.3%
7	1492	2.2%
Other values (3)	4149	6.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69008	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	26953	39.1%
-	7264	10.5%
:	7264	10.5%
1	7024	10.2%
9	5159	7.5%
	3632	5.3%
2	2916	4.2%
8	1593	2.3%
6	1562	2.3%
7	1492	2.2%
Other values (3)	4149	6.0%

school
Text

Distinct	599
Distinct (%)	16.5%
Missing	1
Missing (%)	< 0.1%
Memory size	28.5 KiB

Length

Max length	35
Median length	28
Mean length	10.70228587
Min length	0

Characters and Unicode

Total characters	38860
Distinct characters	62
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	296 ?
Unique (%)	8.2%

Sample

1st row	Duke
2nd row	Iowa State
3rd row	UCLA
4th row	California
5th row	Western Kentucky

Value	Count	Frequency (%)
state	543	9.8%
carolina	126	2.3%
kentucky	123	2.2%
north	111	2.0%
st	104	1.9%
michigan	103	1.9%
arizona	81	1.5%
kansas	76	1.4%
virginia	70	1.3%
california	69	1.2%
Other values (638)	4120	74.6%

Most occurring characters

Value	Count	Frequency (%)
a	4008	10.3%
e	3192	8.2%
n	2853	7.3%
t	2780	7.2%
i	2672	6.9%
o	2603	6.7%
	2228	5.7%
r	2001	5.1%
s	1733	4.5%
l	1504	3.9%
Other values (52)	13286	34.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	29724	76.5%
Uppercase Letter	6261	16.1%
Space Separator	2228	5.7%
Other Punctuation	225	0.6%
Dash Punctuation	170	0.4%
Open Punctuation	125	0.3%
Close Punctuation	125	0.3%
Decimal Number	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	4008	13.5%
e	3192	10.7%
n	2853	9.6%
t	2780	9.4%
i	2672	9.0%
o	2603	8.8%
r	2001	6.7%
s	1733	5.8%
l	1504	5.1%
u	978	3.3%
Other values (16)	5400	18.2%

Uppercase Letter

Value	Count	Frequency (%)
S	1019	16.3%
C	602	9.6%
M	503	8.0%
A	398	6.4%
N	358	5.7%
L	329	5.3%
T	297	4.7%
P	239	3.8%
D	236	3.8%
W	234	3.7%
Other values (16)	2046	32.7%

Other Punctuation

Value	Count	Frequency (%)
.	122	54.2%
'	72	32.0%
&	30	13.3%
,	1	0.4%

Decimal Number

Value	Count	Frequency (%)
8	1	50.0%
6	1	50.0%

Space Separator

Value	Count	Frequency (%)
	2228	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	170	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	125	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	125	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	35985	92.6%
Common	2875	7.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	4008	11.1%
e	3192	8.9%
n	2853	7.9%
t	2780	7.7%
i	2672	7.4%
o	2603	7.2%
r	2001	5.6%
s	1733	4.8%
l	1504	4.2%
S	1019	2.8%
Other values (42)	11620	32.3%

Common

Value	Count	Frequency (%)
	2228	77.5%
-	170	5.9%
(	125	4.3%
)	125	4.3%
.	122	4.2%
'	72	2.5%
&	30	1.0%
,	1	< 0.1%
8	1	< 0.1%
6	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	38860	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	4008	10.3%
e	3192	8.2%
n	2853	7.3%
t	2780	7.2%
i	2672	6.9%
o	2603	6.7%
	2228	5.7%
r	2001	5.1%
s	1733	4.5%
l	1504	3.9%
Other values (52)	13286	34.2%

country
Text

Distinct	69
Distinct (%)	1.9%
Missing	1
Missing (%)	< 0.1%
Memory size	28.5 KiB

Length

Max length	22
Median length	3
Mean length	3.431561553
Min length	3

Characters and Unicode

Total characters	12460
Distinct characters	45
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	28 ?
Unique (%)	0.8%

Sample

1st row	USA
2nd row	USA
3rd row	USA
4th row	USA
5th row	USA

Value	Count	Frequency (%)
usa	3274	89.2%
canada	35	1.0%
france	32	0.9%
serbia	21	0.6%
croatia	18	0.5%
australia	17	0.5%
brazil	14	0.4%
argentina	13	0.4%
turkey	11	0.3%
germany	11	0.3%
Other values (70)	223	6.1%

Most occurring characters

Value	Count	Frequency (%)
S	3340	26.8%
A	3307	26.5%
U	3287	26.4%
a	462	3.7%
i	239	1.9%
n	238	1.9%
e	232	1.9%
r	198	1.6%
t	102	0.8%
o	99	0.8%
Other values (35)	956	7.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	10217	82.0%
Lowercase Letter	2205	17.7%
Space Separator	38	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	462	21.0%
i	239	10.8%
n	238	10.8%
e	232	10.5%
r	198	9.0%
t	102	4.6%
o	99	4.5%
l	89	4.0%
u	81	3.7%
c	73	3.3%
Other values (13)	392	17.8%

Uppercase Letter

Value	Count	Frequency (%)
S	3340	32.7%
A	3307	32.4%
U	3287	32.2%
C	68	0.7%
F	35	0.3%
G	29	0.3%
R	25	0.2%
B	22	0.2%
L	16	0.2%
T	15	0.1%
Other values (11)	73	0.7%

Space Separator

Value	Count	Frequency (%)
	38	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	12422	99.7%
Common	38	0.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	3340	26.9%
A	3307	26.6%
U	3287	26.5%
a	462	3.7%
i	239	1.9%
n	238	1.9%
e	232	1.9%
r	198	1.6%
t	102	0.8%
o	99	0.8%
Other values (34)	918	7.4%

Common

Value	Count	Frequency (%)
	38	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12460	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	3340	26.8%
A	3307	26.5%
U	3287	26.4%
a	462	3.7%
i	239	1.9%
n	238	1.9%
e	232	1.9%
r	198	1.6%
t	102	0.8%
o	99	0.8%
Other values (35)	956	7.7%

last_affiliation
Text

Distinct	771
Distinct (%)	21.2%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	39
Median length	31
Mean length	15.10737885
Min length	7

Characters and Unicode

Total characters	54870
Distinct characters	62
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	472 ?
Unique (%)	13.0%

Sample

1st row	Duke/USA
2nd row	Iowa State/USA
3rd row	UCLA/USA
4th row	California/USA
5th row	Western Kentucky/USA

Value	Count	Frequency (%)
state/usa	522	9.3%
north	111	2.0%
kentucky/usa	109	1.9%
st	105	1.9%
carolina/usa	83	1.5%
ucla/usa	61	1.1%
tech/usa	61	1.1%
duke/usa	60	1.1%
michigan/usa	58	1.0%
kansas/usa	54	1.0%
Other values (896)	4368	78.1%

Most occurring characters

Value	Count	Frequency (%)
a	4497	8.2%
S	4364	8.0%
A	3716	6.8%
/	3631	6.6%
U	3460	6.3%
e	3445	6.3%
n	3110	5.7%
i	2932	5.3%
t	2893	5.3%
o	2710	4.9%
Other values (52)	20112	36.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	32101	58.5%
Uppercase Letter	16524	30.1%
Other Punctuation	3852	7.0%
Space Separator	1960	3.6%
Dash Punctuation	175	0.3%
Close Punctuation	128	0.2%
Open Punctuation	128	0.2%
Decimal Number	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	4497	14.0%
e	3445	10.7%
n	3110	9.7%
i	2932	9.1%
t	2893	9.0%
o	2710	8.4%
r	2206	6.9%
s	1790	5.6%
l	1604	5.0%
u	1063	3.3%
Other values (16)	5851	18.2%

Uppercase Letter

Value	Count	Frequency (%)
S	4364	26.4%
A	3716	22.5%
U	3460	20.9%
C	674	4.1%
M	518	3.1%
N	370	2.2%
L	341	2.1%
T	312	1.9%
B	260	1.6%
P	250	1.5%
Other values (16)	2259	13.7%

Other Punctuation

Value	Count	Frequency (%)
/	3631	94.3%
.	119	3.1%
'	72	1.9%
&	30	0.8%

Decimal Number

Value	Count	Frequency (%)
8	1	50.0%
6	1	50.0%

Space Separator

Value	Count	Frequency (%)
	1960	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	175	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	128	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	128	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	48625	88.6%
Common	6245	11.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	4497	9.2%
S	4364	9.0%
A	3716	7.6%
U	3460	7.1%
e	3445	7.1%
n	3110	6.4%
i	2932	6.0%
t	2893	5.9%
o	2710	5.6%
r	2206	4.5%
Other values (42)	15292	31.4%

Common

Value	Count	Frequency (%)
/	3631	58.1%
	1960	31.4%
-	175	2.8%
)	128	2.0%
(	128	2.0%
.	119	1.9%
'	72	1.2%
&	30	0.5%
8	1	< 0.1%
6	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	54870	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	4497	8.2%
S	4364	8.0%
A	3716	6.8%
/	3631	6.6%
U	3460	6.3%
e	3445	6.3%
n	3110	5.7%
i	2932	5.3%
t	2893	5.3%
o	2710	4.9%
Other values (52)	20112	36.7%

height
Text

Distinct	27
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	4
Median length	3
Mean length	3.084526432
Min length	0

Characters and Unicode

Total characters	11203
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	6-10
2nd row	6-9
3rd row	7-2
4th row	6-9
5th row	6-3

Value	Count	Frequency (%)
6-5	352	9.9%
6-7	340	9.6%
6-8	326	9.2%
6-9	319	9.0%
6-6	317	8.9%
6-3	301	8.5%
6-4	292	8.2%
6-10	269	7.6%
6-2	265	7.4%
6-11	178	5.0%
Other values (16)	599	16.8%

Most occurring characters

Value	Count	Frequency (%)
-	3558	31.8%
6	3557	31.8%
1	968	8.6%
7	566	5.1%
0	543	4.8%
5	457	4.1%
9	330	2.9%
8	328	2.9%
3	312	2.8%
4	295	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7645	68.2%
Dash Punctuation	3558	31.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	3557	46.5%
1	968	12.7%
7	566	7.4%
0	543	7.1%
5	457	6.0%
9	330	4.3%
8	328	4.3%
3	312	4.1%
4	295	3.9%
2	289	3.8%

Dash Punctuation

Value	Count	Frequency (%)
-	3558	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11203	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	3558	31.8%
6	3557	31.8%
1	968	8.6%
7	566	5.1%
0	543	4.8%
5	457	4.1%
9	330	2.9%
8	328	2.9%
3	312	2.8%
4	295	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11203	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	3558	31.8%
6	3557	31.8%
1	968	8.6%
7	566	5.1%
0	543	4.8%
5	457	4.1%
9	330	2.9%
8	328	2.9%
3	312	2.8%
4	295	2.6%

weight
Text

Distinct	135
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	3
Median length	3
Mean length	2.936398678
Min length	0

Characters and Unicode

Total characters	10665
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	27 ?
Unique (%)	0.7%

Sample

1st row	240
2nd row	235
3rd row	225
4th row	245
5th row	180

Value	Count	Frequency (%)
190	231	6.5%
210	225	6.3%
185	214	6.0%
200	193	5.4%
220	193	5.4%
195	191	5.4%
215	180	5.1%
205	166	4.7%
225	163	4.6%
180	148	4.2%
Other values (124)	1651	46.4%

Most occurring characters

Value	Count	Frequency (%)
2	2816	26.4%
0	2010	18.8%
1	1803	16.9%
5	1582	14.8%
8	572	5.4%
9	571	5.4%
3	387	3.6%
7	355	3.3%
4	335	3.1%
6	234	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10665	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	2816	26.4%
0	2010	18.8%
1	1803	16.9%
5	1582	14.8%
8	572	5.4%
9	571	5.4%
3	387	3.6%
7	355	3.3%
4	335	3.1%
6	234	2.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	10665	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	2816	26.4%
0	2010	18.8%
1	1803	16.9%
5	1582	14.8%
8	572	5.4%
9	571	5.4%
3	387	3.6%
7	355	3.3%
4	335	3.1%
6	234	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10665	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	2816	26.4%
0	2010	18.8%
1	1803	16.9%
5	1582	14.8%
8	572	5.4%
9	571	5.4%
3	387	3.6%
7	355	3.3%
4	335	3.1%
6	234	2.2%

season_exp
Real number (ℝ)

Distinct	24
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.237059471

Minimum	0
Maximum	23
Zeros	5
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	8
95-th percentile	14
Maximum	23
Range	23
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.49317521
Coefficient of variation (CV)	0.8579576448
Kurtosis	0.2935445846
Mean	5.237059471
Median Absolute Deviation (MAD)	2
Skewness	1.083287396
Sum	19021
Variance	20.18862346
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
1	806	22.2%
2	623	17.2%
3	400	11.0%
4	276	7.6%
5	219	6.0%
6	163	4.5%
10	156	4.3%
7	151	4.2%
9	134	3.7%
11	127	3.5%
Other values (14)	577	15.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5	0.1%
1	806	22.2%
2	623	17.2%
3	400	11.0%
4	276	7.6%

Value	Count	Frequency (%)
23	1	< 0.1%
22	3	0.1%
21	1	< 0.1%
20	7	0.2%
19	14	0.4%

jersey
Text

Distinct	104
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	7
Median length	2
Mean length	1.370319383
Min length	0

Characters and Unicode

Total characters	4977
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	41 ?
Unique (%)	1.1%

Sample

1st row	30
2nd row	54
3rd row	33
4th row	3
5th row	6

Value	Count	Frequency (%)
12	108	3.9%
20	101	3.6%
5	97	3.5%
15	94	3.4%
10	93	3.3%
11	93	3.3%
4	90	3.2%
3	90	3.2%
21	86	3.1%
22	80	2.9%
Other values (90)	1871	66.7%

Most occurring characters

Value	Count	Frequency (%)
1	1054	21.2%
2	919	18.5%
3	728	14.6%
4	682	13.7%
5	559	11.2%
0	430	8.6%
7	176	3.5%
6	139	2.8%
8	139	2.8%
9	120	2.4%
Other values (2)	31	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4946	99.4%
Dash Punctuation	24	0.5%
Space Separator	7	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1054	21.3%
2	919	18.6%
3	728	14.7%
4	682	13.8%
5	559	11.3%
0	430	8.7%
7	176	3.6%
6	139	2.8%
8	139	2.8%
9	120	2.4%

Dash Punctuation

Value	Count	Frequency (%)
-	24	100.0%

Space Separator

Value	Count	Frequency (%)
	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4977	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1054	21.2%
2	919	18.5%
3	728	14.6%
4	682	13.7%
5	559	11.2%
0	430	8.6%
7	176	3.5%
6	139	2.8%
8	139	2.8%
9	120	2.4%
Other values (2)	31	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4977	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1054	21.2%
2	919	18.5%
3	728	14.6%
4	682	13.7%
5	559	11.2%
0	430	8.6%
7	176	3.5%
6	139	2.8%
8	139	2.8%
9	120	2.4%
Other values (2)	31	0.6%

position
Text

Distinct	8
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	14
Median length	13
Mean length	6.654185022
Min length	0

Characters and Unicode

Total characters	24168
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Forward
2nd row	Center
3rd row	Center
4th row	Forward
5th row	Guard

Value	Count	Frequency (%)
guard	1416	39.5%
forward	1306	36.4%
center	497	13.9%
guard-forward	134	3.7%
forward-center	112	3.1%
center-forward	68	1.9%
forward-guard	54	1.5%

Most occurring characters

Value	Count	Frequency (%)
r	5629	23.3%
a	3278	13.6%
d	3278	13.6%
F	1674	6.9%
o	1674	6.9%
w	1674	6.9%
G	1604	6.6%
u	1604	6.6%
e	1354	5.6%
C	677	2.8%
Other values (3)	1722	7.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	19845	82.1%
Uppercase Letter	3955	16.4%
Dash Punctuation	368	1.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	5629	28.4%
a	3278	16.5%
d	3278	16.5%
o	1674	8.4%
w	1674	8.4%
u	1604	8.1%
e	1354	6.8%
n	677	3.4%
t	677	3.4%

Uppercase Letter

Value	Count	Frequency (%)
F	1674	42.3%
G	1604	40.6%
C	677	17.1%

Dash Punctuation

Value	Count	Frequency (%)
-	368	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23800	98.5%
Common	368	1.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	5629	23.7%
a	3278	13.8%
d	3278	13.8%
F	1674	7.0%
o	1674	7.0%
w	1674	7.0%
G	1604	6.7%
u	1604	6.7%
e	1354	5.7%
C	677	2.8%
Other values (2)	1354	5.7%

Common

Value	Count	Frequency (%)
-	368	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24168	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	5629	23.3%
a	3278	13.6%
d	3278	13.6%
F	1674	6.9%
o	1674	6.9%
w	1674	6.9%
G	1604	6.6%
u	1604	6.6%
e	1354	5.6%
C	677	2.8%
Other values (3)	1722	7.1%

rosterstatus
Text

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	8
Median length	8
Mean length	7.783590308
Min length	6

Characters and Unicode

Total characters	28270
Distinct characters	9
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Inactive
2nd row	Inactive
3rd row	Inactive
4th row	Inactive
5th row	Inactive

Value	Count	Frequency (%)
inactive	3239	89.2%
active	393	10.8%

Most occurring characters

Value	Count	Frequency (%)
c	3632	12.8%
t	3632	12.8%
i	3632	12.8%
v	3632	12.8%
e	3632	12.8%
I	3239	11.5%
n	3239	11.5%
a	3239	11.5%
A	393	1.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	24638	87.2%
Uppercase Letter	3632	12.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
c	3632	14.7%
t	3632	14.7%
i	3632	14.7%
v	3632	14.7%
e	3632	14.7%
n	3239	13.1%
a	3239	13.1%

Uppercase Letter

Value	Count	Frequency (%)
I	3239	89.2%
A	393	10.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	28270	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
c	3632	12.8%
t	3632	12.8%
i	3632	12.8%
v	3632	12.8%
e	3632	12.8%
I	3239	11.5%
n	3239	11.5%
a	3239	11.5%
A	393	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28270	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
c	3632	12.8%
t	3632	12.8%
i	3632	12.8%
v	3632	12.8%
e	3632	12.8%
I	3239	11.5%
n	3239	11.5%
a	3239	11.5%
A	393	1.4%

games_played_current_season_flag
Text

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3632
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	N
2nd row	N
3rd row	N
4th row	N
5th row	N

Value	Count	Frequency (%)
n	3632	100.0%

Most occurring characters

Value	Count	Frequency (%)
N	3632	100.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	3632	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	3632	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3632	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	3632	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3632	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	3632	100.0%

team_id
Real number (ℝ)

ZEROS

Distinct	46
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1345872565

Minimum	0
Maximum	1610612766
Zeros	597
Zeros (%)	16.4%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1610612737
median	1610612746
Q3	1610612757
95-th percentile	1610612765
Maximum	1610612766
Range	1610612766
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	596996181.8
Coefficient of variation (CV)	0.4435755639
Kurtosis	1.283875497
Mean	1345872565
Median Absolute Deviation (MAD)	9
Skewness	-1.811951661
Sum	4.888209155 × 10¹²
Variance	3.564044411 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0	597	16.4%
1610612744	172	4.7%
1610612737	162	4.5%
1610612752	155	4.3%
1610612765	153	4.2%
1610612758	141	3.9%
1610612738	133	3.7%
1610612747	129	3.6%
1610612755	123	3.4%
1610612764	123	3.4%
Other values (36)	1744	48.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	597	16.4%
1610610023	6	0.2%
1610610024	39	1.1%
1610610025	19	0.5%
1610610026	6	0.2%

Value	Count	Frequency (%)
1610612766	54	1.5%
1610612765	153	4.2%
1610612764	123	3.4%
1610612763	52	1.4%
1610612762	79	2.2%

team_name
Text

Distinct	51
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	13
Median length	11
Mean length	5.662995595
Min length	0

Characters and Unicode

Total characters	20568
Distinct characters	43
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Trail Blazers
2nd row	Rockets
3rd row	Lakers
4th row	Grizzlies
5th row	Nationals

Value	Count	Frequency (%)
warriors	172	5.5%
hawks	161	5.1%
knicks	155	4.9%
pistons	153	4.9%
celtics	133	4.2%
lakers	129	4.1%
bullets	108	3.4%
trail	101	3.2%
blazers	101	3.2%
76ers	98	3.1%
Other values (41)	1825	58.2%

Most occurring characters

Value	Count	Frequency (%)
s	2994	14.6%
r	1775	8.6%
e	1664	8.1%
a	1513	7.4%
i	1457	7.1%
l	1200	5.8%
t	905	4.4%
c	789	3.8%
o	779	3.8%
n	741	3.6%
Other values (33)	6751	32.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	17166	83.5%
Uppercase Letter	3105	15.1%
Decimal Number	196	1.0%
Space Separator	101	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	2994	17.4%
r	1775	10.3%
e	1664	9.7%
a	1513	8.8%
i	1457	8.5%
l	1200	7.0%
t	905	5.3%
c	789	4.6%
o	779	4.5%
n	741	4.3%
Other values (12)	3349	19.5%

Uppercase Letter

Value	Count	Frequency (%)
B	435	14.0%
S	342	11.0%
C	326	10.5%
H	268	8.6%
P	265	8.5%
K	244	7.9%
W	217	7.0%
R	204	6.6%
N	202	6.5%
T	172	5.5%
Other values (8)	430	13.8%

Decimal Number

Value	Count	Frequency (%)
6	98	50.0%
7	98	50.0%

Space Separator

Value	Count	Frequency (%)
	101	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	20271	98.6%
Common	297	1.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	2994	14.8%
r	1775	8.8%
e	1664	8.2%
a	1513	7.5%
i	1457	7.2%
l	1200	5.9%
t	905	4.5%
c	789	3.9%
o	779	3.8%
n	741	3.7%
Other values (30)	6454	31.8%

Common

Value	Count	Frequency (%)
	101	34.0%
6	98	33.0%
7	98	33.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20568	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	2994	14.6%
r	1775	8.6%
e	1664	8.1%
a	1513	7.4%
i	1457	7.1%
l	1200	5.8%
t	905	4.4%
c	789	3.8%
o	779	3.8%
n	741	3.6%
Other values (33)	6751	32.8%

team_abbreviation
Text

Distinct	70
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	3
Median length	3
Mean length	2.503854626
Min length	0

Characters and Unicode

Total characters	9094
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	POR
2nd row	HOU
3rd row	LAL
4th row	VAN
5th row	PHI

Value	Count	Frequency (%)
nyk	155	5.1%
bos	133	4.4%
det	129	4.3%
phi	123	4.1%
atl	114	3.8%
was	106	3.5%
por	101	3.3%
lal	99	3.3%
phx	96	3.2%
chi	94	3.1%
Other values (59)	1885	62.1%

Most occurring characters

Value	Count	Frequency (%)
A	902	9.9%
L	784	8.6%
S	717	7.9%
N	640	7.0%
O	593	6.5%
H	590	6.5%
I	544	6.0%
C	542	6.0%
T	466	5.1%
E	441	4.8%
Other values (15)	2875	31.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	9094	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	902	9.9%
L	784	8.6%
S	717	7.9%
N	640	7.0%
O	593	6.5%
H	590	6.5%
I	544	6.0%
C	542	6.0%
T	466	5.1%
E	441	4.8%
Other values (15)	2875	31.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	9094	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	902	9.9%
L	784	8.6%
S	717	7.9%
N	640	7.0%
O	593	6.5%
H	590	6.5%
I	544	6.0%
C	542	6.0%
T	466	5.1%
E	441	4.8%
Other values (15)	2875	31.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9094	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	902	9.9%
L	784	8.6%
S	717	7.9%
N	640	7.0%
O	593	6.5%
H	590	6.5%
I	544	6.0%
C	542	6.0%
T	466	5.1%
E	441	4.8%
Other values (15)	2875	31.6%

team_code
Text

Distinct	44
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	12
Median length	8
Mean length	5.412444934
Min length	0

Characters and Unicode

Total characters	19658
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	blazers
2nd row	rockets
3rd row	lakers
4th row	grizzlies
5th row	sixers

Value	Count	Frequency (%)
warriors	172	5.7%
hawks	171	5.6%
knicks	155	5.1%
pistons	153	5.0%
kings	141	4.6%
celtics	133	4.4%
lakers	129	4.3%
sixers	123	4.1%
wizards	123	4.1%
clippers	107	3.5%
Other values (33)	1628	53.6%

Most occurring characters

Value	Count	Frequency (%)
s	3258	16.6%
r	1923	9.8%
e	1625	8.3%
i	1555	7.9%
a	1354	6.9%
c	1046	5.3%
l	1030	5.2%
k	1019	5.2%
n	959	4.9%
t	938	4.8%
Other values (15)	4951	25.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	19658	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	3258	16.6%
r	1923	9.8%
e	1625	8.3%
i	1555	7.9%
a	1354	6.9%
c	1046	5.3%
l	1030	5.2%
k	1019	5.2%
n	959	4.9%
t	938	4.8%
Other values (15)	4951	25.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	19658	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	3258	16.6%
r	1923	9.8%
e	1625	8.3%
i	1555	7.9%
a	1354	6.9%
c	1046	5.3%
l	1030	5.2%
k	1019	5.2%
n	959	4.9%
t	938	4.8%
Other values (15)	4951	25.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19658	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	3258	16.6%
r	1923	9.8%
e	1625	8.3%
i	1555	7.9%
a	1354	6.9%
c	1046	5.3%
l	1030	5.2%
k	1019	5.2%
n	959	4.9%
t	938	4.8%
Other values (15)	4951	25.2%

team_city
Text

Distinct	55
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	25
Median length	13
Mean length	7.13160793
Min length	0

Characters and Unicode

Total characters	25902
Distinct characters	50
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Portland
2nd row	Houston
3rd row	Los Angeles
4th row	Vancouver
5th row	Syracuse

Value	Count	Frequency (%)
new	250	6.6%
york	157	4.1%
los	151	4.0%
angeles	151	4.0%
philadelphia	147	3.9%
detroit	137	3.6%
boston	133	3.5%
chicago	122	3.2%
san	115	3.0%
atlanta	114	3.0%
Other values (52)	2327	61.2%

Most occurring characters

Value	Count	Frequency (%)
e	2487	9.6%
a	2485	9.6%
o	2309	8.9%
n	2282	8.8%
t	1961	7.6%
i	1662	6.4%
l	1652	6.4%
s	1125	4.3%
r	1017	3.9%
h	866	3.3%
Other values (40)	8056	31.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	21205	81.9%
Uppercase Letter	3847	14.9%
Space Separator	769	3.0%
Other Punctuation	65	0.3%
Dash Punctuation	16	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	2487	11.7%
a	2485	11.7%
o	2309	10.9%
n	2282	10.8%
t	1961	9.2%
i	1662	7.8%
l	1652	7.8%
s	1125	5.3%
r	1017	4.8%
h	866	4.1%
Other values (13)	3359	15.8%

Uppercase Letter

Value	Count	Frequency (%)
S	418	10.9%
C	381	9.9%
P	372	9.7%
A	369	9.6%
D	328	8.5%
M	260	6.8%
N	250	6.5%
B	233	6.1%
L	209	5.4%
Y	157	4.1%
Other values (13)	870	22.6%

Other Punctuation

Value	Count	Frequency (%)
.	60	92.3%
/	5	7.7%

Space Separator

Value	Count	Frequency (%)
	769	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	16	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	25052	96.7%
Common	850	3.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	2487	9.9%
a	2485	9.9%
o	2309	9.2%
n	2282	9.1%
t	1961	7.8%
i	1662	6.6%
l	1652	6.6%
s	1125	4.5%
r	1017	4.1%
h	866	3.5%
Other values (36)	7206	28.8%

Common

Value	Count	Frequency (%)
	769	90.5%
.	60	7.1%
-	16	1.9%
/	5	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	25902	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	2487	9.6%
a	2485	9.6%
o	2309	8.9%
n	2282	8.8%
t	1961	7.6%
i	1662	6.4%
l	1652	6.4%
s	1125	4.3%
r	1017	3.9%
h	866	3.3%
Other values (40)	8056	31.1%

playercode
Text

Distinct	3621
Distinct (%)	99.7%
Missing	1
Missing (%)	< 0.1%
Memory size	28.5 KiB

Length

Max length	33
Median length	26
Mean length	16.12228036
Min length	7

Characters and Unicode

Total characters	58540
Distinct characters	38
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3611 ?
Unique (%)	99.4%

Sample

1st row	HISTADD_alaa_abdelnaby
2nd row	HISTADD_zaid_abdul-aziz
3rd row	HISTADD_kareem_abdul-jabbar
4th row	shareef_abdur-rahim
5th row	HISTADD_frosty_able

Value	Count	Frequency (%)
iii	3	0.1%
marcus_williams	2	0.1%
steven_smith	2	0.1%
glenn_robinson	2	0.1%
glen_rice	2	0.1%
chris_johnson	2	0.1%
jabari_smith	2	0.1%
jr	2	0.1%
charles_smith	2	0.1%
chris_wright	2	0.1%
Other values (3619)	3622	99.4%

Most occurring characters

Value	Count	Frequency (%)
_	5320	9.1%
e	4281	7.3%
a	3655	6.2%
r	3568	6.1%
n	3392	5.8%
D	3222	5.5%
o	3007	5.1%
i	2859	4.9%
l	2564	4.4%
s	2427	4.1%
Other values (28)	24245	41.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	41851	71.5%
Uppercase Letter	11277	19.3%
Connector Punctuation	5320	9.1%
Other Punctuation	55	0.1%
Dash Punctuation	25	< 0.1%
Space Separator	12	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	4281	10.2%
a	3655	8.7%
r	3568	8.5%
n	3392	8.1%
o	3007	7.2%
i	2859	6.8%
l	2564	6.1%
s	2427	5.8%
t	1922	4.6%
m	1609	3.8%
Other values (16)	12567	30.0%

Uppercase Letter

Value	Count	Frequency (%)
D	3222	28.6%
I	1611	14.3%
A	1611	14.3%
T	1611	14.3%
S	1611	14.3%
H	1611	14.3%

Other Punctuation

Value	Count	Frequency (%)
.	31	56.4%
'	23	41.8%
;	1	1.8%

Connector Punctuation

Value	Count	Frequency (%)
_	5320	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	25	100.0%

Space Separator

Value	Count	Frequency (%)
	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	53128	90.8%
Common	5412	9.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	4281	8.1%
a	3655	6.9%
r	3568	6.7%
n	3392	6.4%
D	3222	6.1%
o	3007	5.7%
i	2859	5.4%
l	2564	4.8%
s	2427	4.6%
t	1922	3.6%
Other values (22)	22231	41.8%

Common

Value	Count	Frequency (%)
_	5320	98.3%
.	31	0.6%
-	25	0.5%
'	23	0.4%
	12	0.2%
;	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	58540	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
_	5320	9.1%
e	4281	7.3%
a	3655	6.2%
r	3568	6.1%
n	3392	5.8%
D	3222	5.5%
o	3007	5.1%
i	2859	4.9%
l	2564	4.4%
s	2427	4.1%
Other values (28)	24245	41.4%

from_year
Real number (ℝ)

Distinct	77
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1989.465859

Minimum	1946
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	1946
5-th percentile	1948
Q1	1974
median	1992
Q3	2010
95-th percentile	2020
Maximum	2022
Range	76
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	22.87569999
Coefficient of variation (CV)	0.01149841294
Kurtosis	-0.9622384504
Mean	1989.465859
Median Absolute Deviation (MAD)	18
Skewness	-0.3765895145
Sum	7225740
Variance	523.2976498
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1946	124	3.4%
2021	107	2.9%
2019	91	2.5%
1949	90	2.5%
2017	89	2.5%
1976	85	2.3%
2020	82	2.3%
2018	81	2.2%
1948	71	2.0%
2022	67	1.8%
Other values (67)	2745	75.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1946	124	3.4%
1947	30	0.8%
1948	71	2.0%
1949	90	2.5%
1950	24	0.7%

Value	Count	Frequency (%)
2022	67	1.8%
2021	107	2.9%
2020	82	2.3%
2019	91	2.5%
2018	81	2.2%

to_year
Real number (ℝ)

Distinct	78
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1993.945485

Minimum	1946
Maximum	2023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	1946
5-th percentile	1949
Q1	1977
median	1998
Q3	2016
95-th percentile	2023
Maximum	2023
Range	77
Interquartile range (IQR)	39

Descriptive statistics

Standard deviation	23.63172884
Coefficient of variation (CV)	0.0118517427
Kurtosis	-0.8764862158
Mean	1993.945485
Median Absolute Deviation (MAD)	19
Skewness	-0.5181525059
Sum	7242010
Variance	558.4586081
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2023	393	10.8%
2021	130	3.6%
2017	89	2.5%
2018	82	2.3%
1949	81	2.2%
2016	79	2.2%
2002	71	2.0%
1946	64	1.8%
2005	60	1.7%
2004	59	1.6%
Other values (68)	2524	69.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1946	64	1.8%
1947	22	0.6%
1948	55	1.5%
1949	81	2.2%
1950	38	1.0%

Value	Count	Frequency (%)
2023	393	10.8%
2022	37	1.0%
2021	130	3.6%
2020	54	1.5%
2019	58	1.6%

dleague_flag
Text

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3632
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	N
2nd row	N
3rd row	N
4th row	N
5th row	N

Value	Count	Frequency (%)
n	2672	73.6%
y	960	26.4%

Most occurring characters

Value	Count	Frequency (%)
N	2672	73.6%
Y	960	26.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	3632	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	2672	73.6%
Y	960	26.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3632	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	2672	73.6%
Y	960	26.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3632	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	2672	73.6%
Y	960	26.4%

nba_flag
Text

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3632
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Y
2nd row	Y
3rd row	Y
4th row	Y
5th row	Y

Value	Count	Frequency (%)
y	3611	99.4%
n	21	0.6%

Most occurring characters

Value	Count	Frequency (%)
Y	3611	99.4%
N	21	0.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	3632	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
Y	3611	99.4%
N	21	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3632	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
Y	3611	99.4%
N	21	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3632	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
Y	3611	99.4%
N	21	0.6%

games_played_flag
Text

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3632
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Y
2nd row	Y
3rd row	Y
4th row	Y
5th row	Y

Value	Count	Frequency (%)
y	3619	99.6%
n	13	0.4%

Most occurring characters

Value	Count	Frequency (%)
Y	3619	99.6%
N	13	0.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	3632	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
Y	3619	99.6%
N	13	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3632	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
Y	3619	99.6%
N	13	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3632	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
Y	3619	99.6%
N	13	0.4%

draft_year
Text

Distinct	77
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	9
Median length	4
Mean length	5.281662996
Min length	4

Characters and Unicode

Total characters	19183
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1990
2nd row	1968
3rd row	1969
4th row	1996
5th row	1956

Value	Count	Frequency (%)
undrafted	931	25.6%
2018	54	1.5%
1982	54	1.5%
1978	53	1.5%
1986	53	1.5%
2020	52	1.4%
2019	51	1.4%
2017	49	1.3%
1977	49	1.3%
1980	48	1.3%
Other values (67)	2238	61.6%

Most occurring characters

Value	Count	Frequency (%)
1	2493	13.0%
9	2395	12.5%
d	1862	9.7%
0	1605	8.4%
2	1388	7.2%
e	931	4.9%
n	931	4.9%
U	931	4.9%
t	931	4.9%
f	931	4.9%
Other values (8)	4785	24.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10804	56.3%
Lowercase Letter	7448	38.8%
Uppercase Letter	931	4.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2493	23.1%
9	2395	22.2%
0	1605	14.9%
2	1388	12.8%
8	772	7.1%
7	696	6.4%
6	496	4.6%
5	421	3.9%
4	321	3.0%
3	217	2.0%

Lowercase Letter

Value	Count	Frequency (%)
d	1862	25.0%
e	931	12.5%
n	931	12.5%
t	931	12.5%
f	931	12.5%
a	931	12.5%
r	931	12.5%

Uppercase Letter

Value	Count	Frequency (%)
U	931	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10804	56.3%
Latin	8379	43.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2493	23.1%
9	2395	22.2%
0	1605	14.9%
2	1388	12.8%
8	772	7.1%
7	696	6.4%
6	496	4.6%
5	421	3.9%
4	321	3.0%
3	217	2.0%

Latin

Value	Count	Frequency (%)
d	1862	22.2%
e	931	11.1%
n	931	11.1%
U	931	11.1%
t	931	11.1%
f	931	11.1%
a	931	11.1%
r	931	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19183	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2493	13.0%
9	2395	12.5%
d	1862	9.7%
0	1605	8.4%
2	1388	7.2%
e	931	4.9%
n	931	4.9%
U	931	4.9%
t	931	4.9%
f	931	4.9%
Other values (8)	4785	24.9%

draft_round
Text

MISSING

Distinct	18
Distinct (%)	0.5%
Missing	146
Missing (%)	4.0%
Memory size	28.5 KiB

Length

Max length	9
Median length	1
Mean length	3.146012622
Min length	1

Characters and Unicode

Total characters	10967
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.1%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	Undrafted

Value	Count	Frequency (%)
1	1193	34.2%
undrafted	931	26.7%
2	869	24.9%
3	187	5.4%
4	100	2.9%
5	60	1.7%
6	37	1.1%
7	35	1.0%
8	24	0.7%
10	12	0.3%
Other values (8)	38	1.1%

Most occurring characters

Value	Count	Frequency (%)
d	1862	17.0%
1	1235	11.3%
U	931	8.5%
n	931	8.5%
r	931	8.5%
a	931	8.5%
f	931	8.5%
t	931	8.5%
e	931	8.5%
2	876	8.0%
Other values (8)	477	4.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7448	67.9%
Decimal Number	2588	23.6%
Uppercase Letter	931	8.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1235	47.7%
2	876	33.8%
3	187	7.2%
4	100	3.9%
5	61	2.4%
6	37	1.4%
7	37	1.4%
8	24	0.9%
0	22	0.9%
9	9	0.3%

Lowercase Letter

Value	Count	Frequency (%)
d	1862	25.0%
n	931	12.5%
r	931	12.5%
a	931	12.5%
f	931	12.5%
t	931	12.5%
e	931	12.5%

Uppercase Letter

Value	Count	Frequency (%)
U	931	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8379	76.4%
Common	2588	23.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1235	47.7%
2	876	33.8%
3	187	7.2%
4	100	3.9%
5	61	2.4%
6	37	1.4%
7	37	1.4%
8	24	0.9%
0	22	0.9%
9	9	0.3%

Latin

Value	Count	Frequency (%)
d	1862	22.2%
U	931	11.1%
n	931	11.1%
r	931	11.1%
a	931	11.1%
f	931	11.1%
t	931	11.1%
e	931	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10967	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	1862	17.0%
1	1235	11.3%
U	931	8.5%
n	931	8.5%
r	931	8.5%
a	931	8.5%
f	931	8.5%
t	931	8.5%
e	931	8.5%
2	876	8.0%
Other values (8)	477	4.3%

draft_number
Text

MISSING

Distinct	155
Distinct (%)	4.5%
Missing	198
Missing (%)	5.5%
Memory size	28.5 KiB

Length

Max length	9
Median length	2
Mean length	3.774315667
Min length	1

Characters and Unicode

Total characters	12961
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	37 ?
Unique (%)	1.1%

Sample

1st row	25
2nd row	5
3rd row	1
4th row	3
5th row	Undrafted

Value	Count	Frequency (%)
undrafted	931	27.1%
4	67	2.0%
6	59	1.7%
1	58	1.7%
9	58	1.7%
2	57	1.7%
5	57	1.7%
18	53	1.5%
10	53	1.5%
7	52	1.5%
Other values (145)	1989	57.9%

Most occurring characters

Value	Count	Frequency (%)
d	1862	14.4%
U	931	7.2%
r	931	7.2%
a	931	7.2%
f	931	7.2%
t	931	7.2%
e	931	7.2%
n	931	7.2%
1	852	6.6%
2	696	5.4%
Other values (8)	3034	23.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7448	57.5%
Decimal Number	4582	35.4%
Uppercase Letter	931	7.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	852	18.6%
2	696	15.2%
3	623	13.6%
4	545	11.9%
5	473	10.3%
6	338	7.4%
8	277	6.0%
7	273	6.0%
0	260	5.7%
9	245	5.3%

Lowercase Letter

Value	Count	Frequency (%)
d	1862	25.0%
r	931	12.5%
a	931	12.5%
f	931	12.5%
t	931	12.5%
e	931	12.5%
n	931	12.5%

Uppercase Letter

Value	Count	Frequency (%)
U	931	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8379	64.6%
Common	4582	35.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	852	18.6%
2	696	15.2%
3	623	13.6%
4	545	11.9%
5	473	10.3%
6	338	7.4%
8	277	6.0%
7	273	6.0%
0	260	5.7%
9	245	5.3%

Latin

Value	Count	Frequency (%)
d	1862	22.2%
U	931	11.1%
r	931	11.1%
a	931	11.1%
f	931	11.1%
t	931	11.1%
e	931	11.1%
n	931	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12961	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	1862	14.4%
U	931	7.2%
r	931	7.2%
a	931	7.2%
f	931	7.2%
t	931	7.2%
e	931	7.2%
n	931	7.2%
1	852	6.6%
2	696	5.4%
Other values (8)	3034	23.4%

greatest_75_flag
Text

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.5 KiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3632
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	N
2nd row	N
3rd row	Y
4th row	N
5th row	N

Value	Count	Frequency (%)
n	3573	98.4%
y	59	1.6%

Most occurring characters

Value	Count	Frequency (%)
N	3573	98.4%
Y	59	1.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	3632	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	3573	98.4%
Y	59	1.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3632	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	3573	98.4%
Y	59	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3632	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	3573	98.4%
Y	59	1.6%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation